A semi-supervised machine learning approach for in-process monitoring of laser powder bed fusion

• Main Authors: Nguyen, Ngoc Vu, Hum, Allen Jun Wee, Tran, Tuan
• 其他作者: School of Mechanical and Aerospace Engineering
• 格式: Article
• 語言: English
• 出版: 2023
• 主題: Engineering::Mechanical engineering; Machine Learning; Additive Manufacturing
• 在線閱讀: https://hdl.handle.net/10356/164765
• 機構: Nanyang Technological University

Laser powder bed fusion (L-PBF), despite the tremendous potential in metal additive manufacturing, is still facing a significant barrier toward wider adoption due to the current lack of quality assurance. Notable efforts aiming at effective quality control of L-PBF products rely on using machine lea...